• GEO DATA
  • MAPS
  • CLEAN DATA
  • HUMAN

How to convert addresses to coordinates with your AI

Connect LocationIQ to your AI client once. From then on, you can send any address to your agent and get back exact map coordinates.

Ask AI about this page

Short answer

How do I turn addresses into coordinates?

Your agent uses the search_geocode tool to find the latitude and longitude for any text address you provide. You'll get precise points ready for mapping. Here is how it works.

The results.

Where your data lands.

The AI handles the lookup and hands you the specific data points.

GEO DATA

Coordinate pairs

The AI pulls latitude and longitude from the address. You get clean numbers for your maps.

MAPS

Visual markers

Once the coordinates are ready, your agent can place pins on a map or feed them into a GIS tool.

CLEAN DATA

Standardized addresses

The tool returns the formatted address that matched the search. This helps you check the location.

HUMAN

Manual check

If an address is too vague, the AI flags it. You decide if the location needs more detail.

The workflow

What your AI does when an address arrives.

The AI acts as the bridge between your text and the mapping service.

  1. Parse the address

    Your agent reads the raw text you provide and identifies the street, city, and zip code.

    search_geocode

  2. Query the service

    The AI sends that parsed information to LocationIQ to find the exact spot on Earth.

    search_geocode

  3. Extract coordinates

    The tool pulls the specific latitude and longitude from the response.

    search_geocode

  4. Format the output

    Your agent organizes the coordinates into a list or a table based on your request.

    search_geocode

Try it

Copy these to start.

Use these prompts to kick off the task.

Starting points

Swap the bracketed text for your actual data, like a specific street or a spreadsheet name.

LocationIQ Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_guvJJkDc8PrT9hGQJetyuZhi2wlRTWf0DhaRoJ1x/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — LocationIQ capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "locationiq-geocoding-maps-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_guvJJkDc8PrT9hGQJetyuZhi2wlRTWf0DhaRoJ1x/mcp"
    }
  }
}
Copy into chat04

  • Convert the addresses in my 'Client_List' sheet into latitude and longitude.

  • Find the coordinates for 1600 Pennsylvania Avenue NW, Washington, DC.

  • Take this list of store locations and give me a table with their coordinates.

  • Geocode the addresses found in my recent email from the logistics team.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect LocationIQ once, then ask.

You only need to link the MCP one time. Your credentials stay encrypted, and you can immediately start asking your agent to geocode data.

Connect LocationIQ to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix typos in an address automatically?

    The AI can attempt to correct obvious typos before searching, but it won't change your original source data.

  • 02

    What happens if an address doesn't exist?

    The tool will return no results for that specific query, and your agent will tell you it couldn't find a match.

  • 03

    Can the AI create a map image for me?

    No. This MCP provides the coordinates; you'll need to use a separate mapping tool to visualize them.

  • 04

    Does the AI delete my original address list?

    No. The AI only reads the data you provide to perform the lookup. It has no permission to delete or overwrite your files.

  • 05

    Can I geocode an entire CSV file at once?

    Yes, if you provide the file or the text from the file to your agent, it can process the entries using the tool.

  • More questions about LocationIQ? See everything the LocationIQ Connector can do

Connect LocationIQ to Claude, Cursor, ChatGPT & more